When the Flash plug-in is running, it steals focus from Firefox. To return focus to Firefox, click an empty area of the web page. At that point, the usual keyboard shortcuts should work again.
The developers are aware of this issue.
* https://wiki.mozilla.org/Firefox/Features/Plugin_keyboard_focus